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  1. Providers
  2. ›Amazon Web Services
  3. ›Amazon Managed Workflows for Apache Airflow (MWAA)
  4. ›Update

Feature•Oct 15, 2026

Amazon Managed Workflows for Apache Airflow now offers AI agent skills

Amazon Managed Workflows for Apache Airflow (MWAA)AWS · Application Integration

Amazon Managed Workflows for Apache Airflow (MWAA) now integrates with the Agent Toolkit for AWS to provide built-in AI agent skills that let you author, debug, and test MWAA workflows and upgrade MWAA environments using any AI coding assistant that supports agent skills.

The four skills are authoring-mwaa-workflow, debugging-mwaa-workflow, testing-mwaa-workflow, and upgrading-mwaa-environments. Together they let your AI assistant interact directly with MWAA using natural language, reducing the manual effort of building and maintaining data pipelines. For example, you can describe an ETL pipeline in plain language and the authoring skill generates a working DAG complete with task dependencies and error handling.

The Amazon MWAA AI agent skills work with both Amazon MWAA Provisioned and Amazon MWAA Serverless environments, and are available in all AWS Regions where Amazon MWAA is available.

To get started, install the aws-data-analytics plugin and configure your AI coding assistant to use the MWAA agent skills. To learn more, see Using agent skills with Amazon MWAA in the Amazon MWAA User Guide and the Agent Toolkit for AWS documentation.

Read the original announcement↗

More from Amazon Managed Workflows for Apache Airflow (MWAA)

All Amazon Managed Workflows for Apache Airflow (MWAA) updates →

  1. Amazon MWAA Serverless is now available in AWS GovCloud (US)

    Amazon Managed Workflows for Apache Airflow (MWAA) Serverless is now available in AWS GovCloud (US-East) and AWS GovCloud (US-West).

    Amazon Managed Workflows for Apache Airflow (MWAA)•Region•Sep 4, 2026

  2. Amazon MWAA adds built-in monitoring with Amazon CloudWatch

    Amazon Managed Workflows for Apache Airflow (MWAA) now includes a built-in monitoring experience on the environment detail page in the AWS Management Console.

    Amazon Managed Workflows for Apache Airflow (MWAA)•Feature•Sep 3, 2026

  3. Amazon MWAA supports Apache Airflow version 3.3.1

    Amazon Managed Workflows for Apache Airflow (MWAA) now supports Apache Airflow version 3.3.1, the latest release of the popular open-source workflow orchestration framework.

    Amazon Managed Workflows for Apache Airflow (MWAA)•Feature•Sep 1, 2026

  4. Amazon MWAA Serverless now supports PythonOperator and BashOperator

    Amazon Managed Workflows for Apache Airflow (Amazon MWAA) Serverless now supports running custom Python functions and shell scripts directly in the serverless runtime using PythonOperator and BashOperator.

    Amazon Managed Workflows for Apache Airflow (MWAA)•Feature•Aug 18, 2026

  5. Amazon MWAA now supports Apache Airflow version 2.11.2

    Amazon Managed Workflows for Apache Airflow (MWAA) now supports Apache Airflow version 2.11.2. Amazon MWAA is a managed service that runs Apache Airflow at scale without the operational overhead of managing the underlying infrastructure.

    Amazon Managed Workflows for Apache Airflow (MWAA)•Feature•Jul 24, 2026